Topic: matrix-factorization

lyst / lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

machine-learning recommender python matrix-factorization learning-to-rank recommender-system

Python Updated Mar 7, 2019

guoguibing / librec

LibRec: A Leading Java Library for Recommender Systems, see

recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java

Java Updated Mar 19, 2019 7 issues need help

maciejkula / spotlight

1.6k

Deep recommender models using PyTorch.

recommender-system deep-learning learning-to-rank python machine-learning matrix-factorization pytorch

Python Updated Nov 13, 2018 1 issue needs help

benfred / implicit

1.4k

Fast Python Collaborative Filtering for Implicit Feedback Datasets

collaborative-filtering machine-learning matrix-factorization recommender-system

Python Updated Jan 17, 2019

ibayer / fastFM

709

fastFM: A Library for Factorization Machines

machine-learning recommender-system factorization-machines matrix-factorization

Python Updated Oct 17, 2018 4 issues need help

uncomplicate / neanderthal

667

Fast Clojure Matrix Library

clojure clojure-library matrix gpu gpu-computing gpgpu opencl cuda high-performance-computing vectorization api matrix-factorization matrix-multiplication matrix-functions matrix-calculations java

Clojure Updated Mar 21, 2019

andrewssobral / lrslibrary

437

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

rpca matrix-factorization matrix-completion tensor-decomposition tensor matlab matrix subspace-tracking subspace-learning

MATLAB Updated Apr 8, 2018

conradsnicta / armadillo-code

325

Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net

Updated Mar 21, 2019

marinkaz / nimfa

316

Nimfa: Nonnegative matrix factorization in Python

matrix-factorization algorithm latent-features latent-variable-models

Python Updated Feb 12, 2019

chyikwei / recommend

243

recommendation system with python

python matrix-factorization recommendation-system

Python Updated May 29, 2018

benedekrozemberczki / awesome-community-detection

232

A curated list of community detection research papers with implementations.

Updated Mar 12, 2019

cheungdaven / DeepRec

176

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

recommender-systems deep-learning tensorflow recommendation recommendation-system neural-network python collaborative-filtering rating-prediction top-n-recommendations factorization-machine matrix-factorization

Python Updated Nov 9, 2018

cuMF / cumf_als

139

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

gpu matrix-factorization als machine machine-learning cuda

Cuda Updated Aug 14, 2018

cnclabs / proNet-core

137

A general-purpose network embedding framework: pair-wise representations optimization Network

network-embedding representation-learning matrix-factorization knowledge-graph

C++ Updated Mar 18, 2019

dawenl / cofactor

136

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

recommender-system matrix-factorization python embeddings

Jupyter Notebook Updated Aug 22, 2017

Evfro / polara

109

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast…

recommender-system evaluation matrix-factorization tensor-factorization top-n-recommendations collaborative-filtering

Python Updated Feb 26, 2019

dselivanov / rsparse

102

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N reco…

collaborative-filtering alternating-least-squares recommender-system r matrix-factorization matrix-completion singular-value-decomposition truncated-svd ftrl follow-the-regularized-leader factorization-machines

R Updated Mar 16, 2019

benedekrozemberczki / AttentionWalk

79

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Python Updated Feb 15, 2019

takuti / flurs

75

🌊 FluRS: A Python library for streaming recommendation algorithms

factorization-machines matrix-factorization recommender-system machine-learning python data-science

Python Updated Dec 8, 2018

dlaptev / RobustPCA

74

Robust PCA implementation and examples (Matlab)

matrix-factorization robust-pca computer-vision principal-component-analysis video-decomposition matlab admm

MATLAB Updated Feb 21, 2018

ocramz / sparse-linear-algebra

69

Numerical computation in native Haskell

Haskell Updated Sep 13, 2018 12 issues need help

LaceyChen17 / neural-collaborative-filtering

68

pytorch version of neural collaborative filtering

python collaborative-filtering deep-learning matrix-factorization recommender-systems

Jupyter Notebook Updated Mar 22, 2019

xptree / NetMF

66

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

social-network social-network-analysis network-embedding matrix-factorization deepwalk node2vec

Python Updated Sep 29, 2018

yixuan / recosystem

66

Recommender System Using Parallel Matrix Factorization

matrix-factorization recommender-system

C++ Updated Sep 1, 2017

benedekrozemberczki / graph2vec

63

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Python Updated Dec 31, 2018

dawenl / expo-mf

62

Exposure Matrix Factorization: modeling user exposure in recommendation

recommender-system matrix-factorization python user-exposure

Jupyter Notebook Updated Apr 6, 2016

marinkaz / scikit-fusion

61

scikit-fusion: Data fusion in Python

matrix-factorization data-fusion latent-features

Python Updated Dec 2, 2018

cascala / galileo

54

Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool

calculus parser-combinators matrix-factorization matrix-decompositions matrix-calculations tensor geometry einstein riemann

Scala Updated Nov 14, 2018 5 issues need help

fuhailin / Probabilistic-Matrix-Factorization

50

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using…

recommendation-system matrix-factorization

Python Updated Apr 29, 2017

patverga / torch-relation-extraction

47

Universal Schema based relation extraction implemented in Torch.

relation-extraction matrix-factorization torch machine-learning

Lua Updated Apr 23, 2017

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matrix-factorization

Repositories 224